Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 327 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 60.2 KiB |
| Average record size in memory | 188.4 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 12 |
backing_instruments is highly overall correlated with style_Rock | High correlation |
danceability is highly overall correlated with happiness | High correlation |
energy is highly overall correlated with happiness and 2 other fields | High correlation |
happiness is highly overall correlated with danceability and 1 other fields | High correlation |
loudness is highly overall correlated with energy | High correlation |
main_singers is highly overall correlated with gender_Mix | High correlation |
speechiness is highly overall correlated with energy | High correlation |
style_Rock is highly overall correlated with backing_instruments | High correlation |
gender_Mix is highly overall correlated with main_singers | High correlation |
favourite_10 is highly imbalanced (75.9%) | Imbalance |
host_10 is highly imbalanced (75.9%) | Imbalance |
style_Opera is highly imbalanced (92.5%) | Imbalance |
style_Rock is highly imbalanced (62.2%) | Imbalance |
style_Traditional is highly imbalanced (60.0%) | Imbalance |
gender_Mix is highly imbalanced (60.0%) | Imbalance |
backing_dancers has 215 (65.7%) zeros | Zeros |
backing_instruments has 232 (70.9%) zeros | Zeros |
backing_singers has 206 (63.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-08 09:25:32.972623 |
|---|---|
| Analysis finished | 2023-05-08 09:25:48.843717 |
| Duration | 15.87 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
BPM
Real number (ℝ)
| Distinct | 87 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.01223 |
| Minimum | 66 |
|---|---|
| Maximum | 187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 66 |
|---|---|
| 5-th percentile | 79 |
| Q1 | 96.5 |
| median | 120 |
| Q3 | 130 |
| 95-th percentile | 155.7 |
| Maximum | 187 |
| Range | 121 |
| Interquartile range (IQR) | 33.5 |
Descriptive statistics
| Standard deviation | 23.51334 |
|---|---|
| Coefficient of variation (CV) | 0.20267983 |
| Kurtosis | -0.29234038 |
| Mean | 116.01223 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.1640516 |
| Sum | 37936 |
| Variance | 552.87715 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 128 | 24 | 7.3% |
| 120 | 14 | 4.3% |
| 130 | 12 | 3.7% |
| 90 | 12 | 3.7% |
| 95 | 9 | 2.8% |
| 126 | 9 | 2.8% |
| 124 | 8 | 2.4% |
| 122 | 7 | 2.1% |
| 108 | 7 | 2.1% |
| 123 | 6 | 1.8% |
| Other values (77) | 219 |
| Value | Count | Frequency (%) |
| 66 | 1 | 0.3% |
| 69 | 1 | 0.3% |
| 70 | 2 | 0.6% |
| 72 | 2 | 0.6% |
| 73 | 1 | 0.3% |
| 74 | 1 | 0.3% |
| 75 | 5 | |
| 76 | 2 | 0.6% |
| 78 | 1 | 0.3% |
| 79 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 187 | 1 | 0.3% |
| 176 | 1 | 0.3% |
| 174 | 1 | 0.3% |
| 172 | 3 | |
| 170 | 3 | |
| 164 | 1 | 0.3% |
| 163 | 1 | 0.3% |
| 162 | 1 | 0.3% |
| 160 | 2 | |
| 158 | 2 |
backing_dancers
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.94495413 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 215 |
| Zeros (%) | 65.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5015423 |
|---|---|
| Coefficient of variation (CV) | 1.5890108 |
| Kurtosis | 0.29702173 |
| Mean | 0.94495413 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.3195695 |
| Sum | 309 |
| Variance | 2.2546294 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 215 | |
| 4 | 30 | 9.2% |
| 2 | 27 | 8.3% |
| 3 | 24 | 7.3% |
| 1 | 23 | 7.0% |
| 5 | 8 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 215 | |
| 1 | 23 | 7.0% |
| 2 | 27 | 8.3% |
| 3 | 24 | 7.3% |
| 4 | 30 | 9.2% |
| 5 | 8 | 2.4% |
| Value | Count | Frequency (%) |
| 5 | 8 | 2.4% |
| 4 | 30 | 9.2% |
| 3 | 24 | 7.3% |
| 2 | 27 | 8.3% |
| 1 | 23 | 7.0% |
| 0 | 215 |
backing_instruments
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81957187 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 232 |
| Zeros (%) | 70.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.5069926 |
|---|---|
| Coefficient of variation (CV) | 1.8387559 |
| Kurtosis | 1.4859982 |
| Mean | 0.81957187 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.7005035 |
| Sum | 268 |
| Variance | 2.2710268 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 232 | |
| 1 | 27 | 8.3% |
| 4 | 20 | 6.1% |
| 3 | 17 | 5.2% |
| 5 | 16 | 4.9% |
| 2 | 15 | 4.6% |
| Value | Count | Frequency (%) |
| 0 | 232 | |
| 1 | 27 | 8.3% |
| 2 | 15 | 4.6% |
| 3 | 17 | 5.2% |
| 4 | 20 | 6.1% |
| 5 | 16 | 4.9% |
| Value | Count | Frequency (%) |
| 5 | 16 | 4.9% |
| 4 | 20 | 6.1% |
| 3 | 17 | 5.2% |
| 2 | 15 | 4.6% |
| 1 | 27 | 8.3% |
| 0 | 232 |
backing_singers
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0703364 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 206 |
| Zeros (%) | 63.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5873177 |
|---|---|
| Coefficient of variation (CV) | 1.4830083 |
| Kurtosis | -0.15345562 |
| Mean | 1.0703364 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.1479732 |
| Sum | 350 |
| Variance | 2.5195775 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 206 | |
| 4 | 31 | 9.5% |
| 2 | 30 | 9.2% |
| 3 | 29 | 8.9% |
| 1 | 19 | 5.8% |
| 5 | 12 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 206 | |
| 1 | 19 | 5.8% |
| 2 | 30 | 9.2% |
| 3 | 29 | 8.9% |
| 4 | 31 | 9.5% |
| 5 | 12 | 3.7% |
| Value | Count | Frequency (%) |
| 5 | 12 | 3.7% |
| 4 | 31 | 9.5% |
| 3 | 29 | 8.9% |
| 2 | 30 | 9.2% |
| 1 | 19 | 5.8% |
| 0 | 206 |
danceability
Real number (ℝ)
| Distinct | 64 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.792049 |
| Minimum | 17 |
|---|---|
| Maximum | 92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 47 |
| median | 56 |
| Q3 | 66 |
| 95-th percentile | 79.7 |
| Maximum | 92 |
| Range | 75 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.770832 |
|---|---|
| Coefficient of variation (CV) | 0.26474798 |
| Kurtosis | -0.3453625 |
| Mean | 55.792049 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.244143 |
| Sum | 18244 |
| Variance | 218.17748 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 57 | 13 | 4.0% |
| 52 | 12 | 3.7% |
| 58 | 11 | 3.4% |
| 56 | 11 | 3.4% |
| 66 | 11 | 3.4% |
| 50 | 10 | 3.1% |
| 53 | 10 | 3.1% |
| 63 | 10 | 3.1% |
| 65 | 9 | 2.8% |
| 61 | 9 | 2.8% |
| Other values (54) | 221 |
| Value | Count | Frequency (%) |
| 17 | 2 | |
| 20 | 1 | 0.3% |
| 21 | 1 | 0.3% |
| 22 | 2 | |
| 23 | 1 | 0.3% |
| 25 | 1 | 0.3% |
| 26 | 1 | 0.3% |
| 28 | 4 | |
| 29 | 3 | |
| 30 | 2 |
| Value | Count | Frequency (%) |
| 92 | 1 | 0.3% |
| 89 | 1 | 0.3% |
| 83 | 6 | |
| 82 | 1 | 0.3% |
| 81 | 6 | |
| 80 | 2 | 0.6% |
| 79 | 1 | 0.3% |
| 78 | 3 | 0.9% |
| 76 | 4 | |
| 75 | 8 |
energy
Real number (ℝ)
| Distinct | 76 |
|---|---|
| Distinct (%) | 23.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.446483 |
| Minimum | 9 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 55.5 |
| median | 70 |
| Q3 | 83 |
| 95-th percentile | 93 |
| Maximum | 97 |
| Range | 88 |
| Interquartile range (IQR) | 27.5 |
Descriptive statistics
| Standard deviation | 19.465308 |
|---|---|
| Coefficient of variation (CV) | 0.28860374 |
| Kurtosis | -0.12624484 |
| Mean | 67.446483 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.7236349 |
| Sum | 22055 |
| Variance | 378.8982 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 12 | 3.7% |
| 87 | 11 | 3.4% |
| 67 | 11 | 3.4% |
| 86 | 10 | 3.1% |
| 82 | 9 | 2.8% |
| 66 | 8 | 2.4% |
| 79 | 8 | 2.4% |
| 72 | 8 | 2.4% |
| 74 | 7 | 2.1% |
| 83 | 7 | 2.1% |
| Other values (66) | 236 |
| Value | Count | Frequency (%) |
| 9 | 1 | |
| 10 | 1 | |
| 15 | 1 | |
| 18 | 2 | |
| 19 | 1 | |
| 20 | 1 | |
| 21 | 1 | |
| 24 | 1 | |
| 28 | 2 | |
| 29 | 2 |
| Value | Count | Frequency (%) |
| 97 | 2 | 0.6% |
| 96 | 4 | |
| 95 | 2 | 0.6% |
| 94 | 6 | |
| 93 | 4 | |
| 92 | 6 | |
| 91 | 6 | |
| 90 | 5 | |
| 89 | 6 | |
| 88 | 6 |
favourite_10
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0 | |
|---|---|
| 1 | 13 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 327 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 327 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 327 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
happiness
Real number (ℝ)
| Distinct | 86 |
|---|---|
| Distinct (%) | 26.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.360856 |
| Minimum | 4 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 28 |
| median | 40 |
| Q3 | 61.5 |
| 95-th percentile | 84.7 |
| Maximum | 97 |
| Range | 93 |
| Interquartile range (IQR) | 33.5 |
Descriptive statistics
| Standard deviation | 21.830034 |
|---|---|
| Coefficient of variation (CV) | 0.49210127 |
| Kurtosis | -0.70648404 |
| Mean | 44.360856 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.45398068 |
| Sum | 14506 |
| Variance | 476.55036 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 32 | 10 | 3.1% |
| 42 | 8 | 2.4% |
| 35 | 8 | 2.4% |
| 52 | 8 | 2.4% |
| 28 | 8 | 2.4% |
| 38 | 7 | 2.1% |
| 39 | 7 | 2.1% |
| 36 | 7 | 2.1% |
| 21 | 7 | 2.1% |
| 25 | 7 | 2.1% |
| Other values (76) | 250 |
| Value | Count | Frequency (%) |
| 4 | 2 | 0.6% |
| 8 | 1 | 0.3% |
| 9 | 3 | |
| 10 | 2 | 0.6% |
| 11 | 1 | 0.3% |
| 12 | 3 | |
| 13 | 1 | 0.3% |
| 14 | 2 | 0.6% |
| 15 | 5 | |
| 16 | 5 |
| Value | Count | Frequency (%) |
| 97 | 1 | 0.3% |
| 96 | 3 | |
| 92 | 2 | |
| 89 | 1 | 0.3% |
| 88 | 2 | |
| 87 | 4 | |
| 86 | 2 | |
| 85 | 2 | |
| 84 | 1 | 0.3% |
| 83 | 1 | 0.3% |
host_10
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0 | |
|---|---|
| 1 | 13 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 327 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 327 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 327 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 314 | |
| 1 | 13 | 4.0% |
instrument_10
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 327 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 283 | |
| 1 | 44 | 13.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 283 | |
| 1 | 44 | 13.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 283 | |
| 1 | 44 | 13.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 283 | |
| 1 | 44 | 13.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 327 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 283 | |
| 1 | 44 | 13.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 327 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 283 | |
| 1 | 44 | 13.5% |
key
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 313.72 |
| Minimum | 130.81 |
|---|---|
| Maximum | 739.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 130.81 |
|---|---|
| 5-th percentile | 146.83 |
| Q1 | 207.65 |
| median | 261.63 |
| Q3 | 392 |
| 95-th percentile | 622.25 |
| Maximum | 739.99 |
| Range | 609.18 |
| Interquartile range (IQR) | 184.35 |
Descriptive statistics
| Standard deviation | 147.20773 |
|---|---|
| Coefficient of variation (CV) | 0.46923285 |
| Kurtosis | 1.0655319 |
| Mean | 313.72 |
| Median Absolute Deviation (MAD) | 87.6 |
| Skewness | 1.1655288 |
| Sum | 102586.44 |
| Variance | 21670.115 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 261.63 | 27 | 8.3% |
| 246.94 | 22 | 6.7% |
| 164.81 | 20 | 6.1% |
| 233.08 | 17 | 5.2% |
| 392 | 17 | 5.2% |
| 174.61 | 16 | 4.9% |
| 146.83 | 15 | 4.6% |
| 220 | 15 | 4.6% |
| 554.37 | 15 | 4.6% |
| 440 | 14 | 4.3% |
| Other values (14) | 149 |
| Value | Count | Frequency (%) |
| 130.81 | 14 | |
| 146.83 | 15 | |
| 164.81 | 20 | |
| 174.61 | 16 | |
| 196 | 13 | |
| 207.65 | 8 | 2.4% |
| 220 | 15 | |
| 233.08 | 17 | |
| 246.94 | 22 | |
| 261.63 | 27 |
| Value | Count | Frequency (%) |
| 739.99 | 14 | |
| 622.25 | 4 | 1.2% |
| 554.37 | 15 | |
| 493.88 | 6 | 1.8% |
| 466.16 | 10 | |
| 440 | 14 | |
| 415.3 | 11 | |
| 392 | 17 | |
| 369.99 | 13 | |
| 349.23 | 13 |
language
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 327 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 1 | 102 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 1 | 102 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 1 | 102 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 1 | 102 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 327 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 1 | 102 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 327 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 1 | 102 |
liveness
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.070336 |
| Minimum | 3 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 13 |
| Q3 | 23 |
| 95-th percentile | 40.7 |
| Maximum | 90 |
| Range | 87 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 12.943646 |
|---|---|
| Coefficient of variation (CV) | 0.7162925 |
| Kurtosis | 5.8516127 |
| Mean | 18.070336 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.041501 |
| Sum | 5909 |
| Variance | 167.53798 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 35 | 10.7% |
| 11 | 27 | 8.3% |
| 7 | 21 | 6.4% |
| 14 | 17 | 5.2% |
| 9 | 16 | 4.9% |
| 8 | 16 | 4.9% |
| 13 | 15 | 4.6% |
| 12 | 14 | 4.3% |
| 6 | 13 | 4.0% |
| 17 | 12 | 3.7% |
| Other values (42) | 141 |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.6% |
| 4 | 1 | 0.3% |
| 5 | 6 | 1.8% |
| 6 | 13 | 4.0% |
| 7 | 21 | |
| 8 | 16 | |
| 9 | 16 | |
| 10 | 35 | |
| 11 | 27 | |
| 12 | 14 | 4.3% |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 84 | 1 | |
| 73 | 1 | |
| 64 | 1 | |
| 59 | 1 | |
| 58 | 2 | |
| 53 | 2 | |
| 52 | 1 | |
| 49 | 1 | |
| 48 | 1 |
loudness
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.0672783 |
| Minimum | -18 |
|---|---|
| Maximum | -2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 327 |
| Negative (%) | 100.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | -18 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -7 |
| median | -5 |
| Q3 | -4 |
| 95-th percentile | -3.3 |
| Maximum | -2 |
| Range | 16 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.267752 |
|---|---|
| Coefficient of variation (CV) | -0.37376759 |
| Kurtosis | 2.9056755 |
| Mean | -6.0672783 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.3294386 |
| Sum | -1984 |
| Variance | 5.142699 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| -5 | 81 | |
| -4 | 67 | |
| -6 | 51 | |
| -7 | 35 | |
| -8 | 34 | |
| -10 | 17 | 5.2% |
| -3 | 14 | 4.3% |
| -9 | 13 | 4.0% |
| -11 | 4 | 1.2% |
| -12 | 3 | 0.9% |
| Other values (5) | 8 | 2.4% |
| Value | Count | Frequency (%) |
| -18 | 1 | 0.3% |
| -15 | 1 | 0.3% |
| -14 | 1 | 0.3% |
| -13 | 2 | 0.6% |
| -12 | 3 | 0.9% |
| -11 | 4 | 1.2% |
| -10 | 17 | |
| -9 | 13 | 4.0% |
| -8 | 34 | |
| -7 | 35 |
| Value | Count | Frequency (%) |
| -2 | 3 | 0.9% |
| -3 | 14 | 4.3% |
| -4 | 67 | |
| -5 | 81 | |
| -6 | 51 | |
| -7 | 35 | |
| -8 | 34 | |
| -9 | 13 | 4.0% |
| -10 | 17 | 5.2% |
| -11 | 4 | 1.2% |
main_singers
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2568807 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.75213809 |
|---|---|
| Coefficient of variation (CV) | 0.59841644 |
| Kurtosis | 18.587263 |
| Mean | 1.2568807 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0209185 |
| Sum | 411 |
| Variance | 0.56571171 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 276 | |
| 2 | 35 | 10.7% |
| 3 | 7 | 2.1% |
| 4 | 4 | 1.2% |
| 6 | 3 | 0.9% |
| 5 | 2 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 276 | |
| 2 | 35 | 10.7% |
| 3 | 7 | 2.1% |
| 4 | 4 | 1.2% |
| 5 | 2 | 0.6% |
| 6 | 3 | 0.9% |
| Value | Count | Frequency (%) |
| 6 | 3 | 0.9% |
| 5 | 2 | 0.6% |
| 4 | 4 | 1.2% |
| 3 | 7 | 2.1% |
| 2 | 35 | 10.7% |
| 1 | 276 |
speechiness
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5749235 |
| Minimum | 2 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 12.7 |
| Maximum | 42 |
| Range | 40 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.1282783 |
|---|---|
| Coefficient of variation (CV) | 0.74050851 |
| Kurtosis | 26.187565 |
| Mean | 5.5749235 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.2033188 |
| Sum | 1823 |
| Variance | 17.042682 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 3 | 97 | |
| 4 | 82 | |
| 5 | 43 | |
| 6 | 30 | 9.2% |
| 7 | 19 | 5.8% |
| 8 | 17 | 5.2% |
| 9 | 6 | 1.8% |
| 11 | 6 | 1.8% |
| 10 | 6 | 1.8% |
| 13 | 4 | 1.2% |
| Other values (11) | 17 | 5.2% |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.3% |
| 3 | 97 | |
| 4 | 82 | |
| 5 | 43 | |
| 6 | 30 | 9.2% |
| 7 | 19 | 5.8% |
| 8 | 17 | 5.2% |
| 9 | 6 | 1.8% |
| 10 | 6 | 1.8% |
| 11 | 6 | 1.8% |
| Value | Count | Frequency (%) |
| 42 | 1 | 0.3% |
| 33 | 1 | 0.3% |
| 23 | 1 | 0.3% |
| 22 | 1 | 0.3% |
| 21 | 2 | |
| 19 | 1 | 0.3% |
| 17 | 1 | 0.3% |
| 15 | 2 | |
| 14 | 3 | |
| 13 | 4 |
target_10
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 327 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 264 | |
| 1 | 63 | 19.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 264 | |
| 1 | 63 | 19.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 264 | |
| 1 | 63 | 19.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 264 | |
| 1 | 63 | 19.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 327 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 264 | |
| 1 | 63 | 19.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 327 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 264 | |
| 1 | 63 | 19.3% |
style_Dance
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 981 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 289 | |
| 1.0 | 38 | 11.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 289 | |
| 1.0 | 38 | 11.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 616 | |
| . | 327 | |
| 1 | 38 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 654 | |
| Other Punctuation | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 616 | |
| 1 | 38 | 5.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 981 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 616 | |
| . | 327 | |
| 1 | 38 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 616 | |
| . | 327 | |
| 1 | 38 | 3.9% |
style_Opera
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 3 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 981 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 324 | |
| 1.0 | 3 | 0.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 324 | |
| 1.0 | 3 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 651 | |
| . | 327 | |
| 1 | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 654 | |
| Other Punctuation | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 651 | |
| 1 | 3 | 0.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 981 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 651 | |
| . | 327 | |
| 1 | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 651 | |
| . | 327 | |
| 1 | 3 | 0.3% |
style_Pop
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 981 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 182 | |
| 1.0 | 145 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 182 | |
| 1.0 | 145 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 509 | |
| . | 327 | |
| 1 | 145 | 14.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 654 | |
| Other Punctuation | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 509 | |
| 1 | 145 | 22.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 981 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 509 | |
| . | 327 | |
| 1 | 145 | 14.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 509 | |
| . | 327 | |
| 1 | 145 | 14.8% |
style_Rock
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 24 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 981 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 303 | |
| 1.0 | 24 | 7.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 303 | |
| 1.0 | 24 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 630 | |
| . | 327 | |
| 1 | 24 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 654 | |
| Other Punctuation | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 630 | |
| 1 | 24 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 981 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 630 | |
| . | 327 | |
| 1 | 24 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 630 | |
| . | 327 | |
| 1 | 24 | 2.4% |
style_Traditional
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 26 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 981 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 301 | |
| 1.0 | 26 | 8.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 301 | |
| 1.0 | 26 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 628 | |
| . | 327 | |
| 1 | 26 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 654 | |
| Other Punctuation | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 628 | |
| 1 | 26 | 4.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 981 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 628 | |
| . | 327 | |
| 1 | 26 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 628 | |
| . | 327 | |
| 1 | 26 | 2.7% |
gender_Male
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 981 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 176 | |
| 1.0 | 151 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 176 | |
| 1.0 | 151 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 503 | |
| . | 327 | |
| 1 | 151 | 15.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 654 | |
| Other Punctuation | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 503 | |
| 1 | 151 | 23.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 981 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 503 | |
| . | 327 | |
| 1 | 151 | 15.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 503 | |
| . | 327 | |
| 1 | 151 | 15.4% |
gender_Mix
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 26 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 981 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 301 | |
| 1.0 | 26 | 8.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 301 | |
| 1.0 | 26 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 628 | |
| . | 327 | |
| 1 | 26 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 654 | |
| Other Punctuation | 327 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 628 | |
| 1 | 26 | 4.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 327 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 981 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 628 | |
| . | 327 | |
| 1 | 26 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 628 | |
| . | 327 | |
| 1 | 26 | 2.7% |
| BPM | backing_dancers | backing_instruments | backing_singers | danceability | energy | happiness | key | liveness | loudness | main_singers | speechiness | favourite_10 | host_10 | instrument_10 | language | target_10 | style_Dance | style_Opera | style_Pop | style_Rock | style_Traditional | gender_Male | gender_Mix | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BPM | 1.000 | 0.067 | 0.008 | 0.004 | 0.072 | 0.204 | 0.073 | 0.029 | -0.009 | 0.136 | 0.080 | 0.125 | 0.116 | 0.000 | 0.085 | 0.000 | 0.101 | 0.202 | 0.000 | 0.000 | 0.100 | 0.000 | 0.106 | 0.000 |
| backing_dancers | 0.067 | 1.000 | -0.290 | -0.066 | 0.322 | 0.231 | 0.290 | -0.089 | 0.013 | 0.148 | -0.146 | 0.267 | 0.094 | 0.060 | 0.128 | 0.074 | 0.000 | 0.228 | 0.000 | 0.072 | 0.135 | 0.244 | 0.000 | 0.019 |
| backing_instruments | 0.008 | -0.290 | 1.000 | -0.142 | -0.026 | 0.116 | -0.030 | -0.074 | -0.001 | 0.062 | -0.026 | -0.034 | 0.080 | 0.000 | 0.176 | 0.000 | 0.126 | 0.072 | 0.060 | 0.138 | 0.547 | 0.035 | 0.176 | 0.000 |
| backing_singers | 0.004 | -0.066 | -0.142 | 1.000 | 0.035 | 0.089 | 0.075 | 0.134 | -0.093 | 0.106 | -0.035 | -0.064 | 0.000 | 0.268 | 0.045 | 0.048 | 0.000 | 0.136 | 0.000 | 0.117 | 0.038 | 0.000 | 0.092 | 0.146 |
| danceability | 0.072 | 0.322 | -0.026 | 0.035 | 1.000 | 0.360 | 0.592 | -0.059 | -0.117 | 0.118 | 0.048 | 0.405 | 0.000 | 0.000 | 0.000 | 0.049 | 0.099 | 0.162 | 0.212 | 0.263 | 0.000 | 0.248 | 0.083 | 0.000 |
| energy | 0.204 | 0.231 | 0.116 | 0.089 | 0.360 | 1.000 | 0.540 | -0.083 | 0.010 | 0.660 | 0.143 | 0.511 | 0.000 | 0.127 | 0.000 | 0.000 | 0.078 | 0.270 | 0.122 | 0.154 | 0.170 | 0.000 | 0.000 | 0.083 |
| happiness | 0.073 | 0.290 | -0.030 | 0.075 | 0.592 | 0.540 | 1.000 | -0.031 | -0.020 | 0.305 | 0.105 | 0.423 | 0.000 | 0.065 | 0.137 | 0.000 | 0.000 | 0.286 | 0.158 | 0.245 | 0.000 | 0.108 | 0.116 | 0.124 |
| key | 0.029 | -0.089 | -0.074 | 0.134 | -0.059 | -0.083 | -0.031 | 1.000 | -0.082 | 0.026 | 0.019 | -0.127 | 0.000 | 0.000 | 0.000 | 0.086 | 0.000 | 0.107 | 0.030 | 0.000 | 0.064 | 0.000 | 0.000 | 0.000 |
| liveness | -0.009 | 0.013 | -0.001 | -0.093 | -0.117 | 0.010 | -0.020 | -0.082 | 1.000 | -0.036 | -0.016 | 0.128 | 0.000 | 0.000 | 0.118 | 0.000 | 0.000 | 0.000 | 0.052 | 0.130 | 0.000 | 0.203 | 0.136 | 0.000 |
| loudness | 0.136 | 0.148 | 0.062 | 0.106 | 0.118 | 0.660 | 0.305 | 0.026 | -0.036 | 1.000 | 0.039 | 0.259 | 0.085 | 0.000 | 0.143 | 0.000 | 0.141 | 0.000 | 0.000 | 0.110 | 0.000 | 0.037 | 0.019 | 0.000 |
| main_singers | 0.080 | -0.146 | -0.026 | -0.035 | 0.048 | 0.143 | 0.105 | 0.019 | -0.016 | 0.039 | 1.000 | 0.027 | 0.000 | 0.000 | 0.160 | 0.075 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.141 | 0.136 | 0.738 |
| speechiness | 0.125 | 0.267 | -0.034 | -0.064 | 0.405 | 0.511 | 0.423 | -0.127 | 0.128 | 0.259 | 0.027 | 1.000 | 0.000 | 0.000 | 0.072 | 0.052 | 0.029 | 0.157 | 0.000 | 0.096 | 0.140 | 0.147 | 0.053 | 0.000 |
| favourite_10 | 0.116 | 0.094 | 0.080 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.085 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.272 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| host_10 | 0.000 | 0.060 | 0.000 | 0.268 | 0.000 | 0.127 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.056 | 0.000 |
| instrument_10 | 0.085 | 0.128 | 0.176 | 0.045 | 0.000 | 0.000 | 0.137 | 0.000 | 0.118 | 0.143 | 0.160 | 0.072 | 0.000 | 0.000 | 1.000 | 0.029 | 0.000 | 0.085 | 0.000 | 0.000 | 0.098 | 0.083 | 0.117 | 0.156 |
| language | 0.000 | 0.074 | 0.000 | 0.048 | 0.049 | 0.000 | 0.000 | 0.086 | 0.000 | 0.000 | 0.075 | 0.052 | 0.000 | 0.000 | 0.029 | 1.000 | 0.000 | 0.041 | 0.000 | 0.160 | 0.000 | 0.223 | 0.025 | 0.000 |
| target_10 | 0.101 | 0.000 | 0.126 | 0.000 | 0.099 | 0.078 | 0.000 | 0.000 | 0.000 | 0.141 | 0.000 | 0.029 | 0.272 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| style_Dance | 0.202 | 0.228 | 0.072 | 0.136 | 0.162 | 0.270 | 0.286 | 0.107 | 0.000 | 0.000 | 0.000 | 0.157 | 0.000 | 0.000 | 0.085 | 0.041 | 0.000 | 1.000 | 0.000 | 0.310 | 0.063 | 0.070 | 0.000 | 0.000 |
| style_Opera | 0.000 | 0.000 | 0.060 | 0.000 | 0.212 | 0.122 | 0.158 | 0.030 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| style_Pop | 0.000 | 0.072 | 0.138 | 0.117 | 0.263 | 0.154 | 0.245 | 0.000 | 0.130 | 0.110 | 0.000 | 0.096 | 0.000 | 0.000 | 0.000 | 0.160 | 0.000 | 0.310 | 0.000 | 1.000 | 0.233 | 0.245 | 0.000 | 0.000 |
| style_Rock | 0.100 | 0.135 | 0.547 | 0.038 | 0.000 | 0.170 | 0.000 | 0.064 | 0.000 | 0.000 | 0.000 | 0.140 | 0.000 | 0.000 | 0.098 | 0.000 | 0.000 | 0.063 | 0.000 | 0.233 | 1.000 | 0.026 | 0.115 | 0.026 |
| style_Traditional | 0.000 | 0.244 | 0.035 | 0.000 | 0.248 | 0.000 | 0.108 | 0.000 | 0.203 | 0.037 | 0.141 | 0.147 | 0.000 | 0.000 | 0.083 | 0.223 | 0.000 | 0.070 | 0.000 | 0.245 | 0.026 | 1.000 | 0.000 | 0.023 |
| gender_Male | 0.106 | 0.000 | 0.176 | 0.092 | 0.083 | 0.000 | 0.116 | 0.000 | 0.136 | 0.019 | 0.136 | 0.053 | 0.000 | 0.056 | 0.117 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.115 | 0.000 | 1.000 | 0.255 |
| gender_Mix | 0.000 | 0.019 | 0.000 | 0.146 | 0.000 | 0.083 | 0.124 | 0.000 | 0.000 | 0.000 | 0.738 | 0.000 | 0.000 | 0.000 | 0.156 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.023 | 0.255 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| BPM | backing_dancers | backing_instruments | backing_singers | danceability | energy | favourite_10 | happiness | host_10 | instrument_10 | key | language | liveness | loudness | main_singers | speechiness | target_10 | style_Dance | style_Opera | style_Pop | style_Rock | style_Traditional | gender_Male | gender_Mix | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 93 | 0 | 0 | 0 | 68 | 56 | 0 | 50 | 0 | 0 | 261.63 | 1 | 31 | -8 | 1 | 3 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 116 | 0 | 0 | 0 | 42 | 18 | 0 | 39 | 0 | 0 | 349.23 | 0 | 11 | -11 | 1 | 4 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 |
| 2 | 105 | 1 | 2 | 2 | 83 | 82 | 1 | 32 | 0 | 0 | 293.66 | 1 | 12 | -5 | 1 | 4 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 3 | 87 | 0 | 0 | 0 | 32 | 48 | 0 | 15 | 0 | 0 | 146.83 | 1 | 14 | -6 | 1 | 3 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 142 | 0 | 5 | 0 | 70 | 88 | 0 | 96 | 0 | 0 | 261.63 | 1 | 32 | -3 | 1 | 14 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 |
| 5 | 83 | 0 | 0 | 0 | 64 | 34 | 0 | 38 | 0 | 0 | 233.08 | 1 | 11 | -11 | 6 | 4 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | 100 | 0 | 1 | 0 | 58 | 52 | 0 | 35 | 0 | 1 | 146.83 | 1 | 7 | -12 | 3 | 3 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 |
| 7 | 150 | 0 | 0 | 0 | 48 | 37 | 0 | 20 | 0 | 0 | 349.23 | 0 | 13 | -8 | 1 | 7 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8 | 124 | 4 | 0 | 0 | 74 | 53 | 0 | 55 | 0 | 0 | 196.00 | 0 | 9 | -10 | 2 | 4 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 |
| 9 | 170 | 0 | 0 | 0 | 56 | 64 | 0 | 53 | 0 | 1 | 261.63 | 0 | 45 | -8 | 1 | 6 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| BPM | backing_dancers | backing_instruments | backing_singers | danceability | energy | favourite_10 | happiness | host_10 | instrument_10 | key | language | liveness | loudness | main_singers | speechiness | target_10 | style_Dance | style_Opera | style_Pop | style_Rock | style_Traditional | gender_Male | gender_Mix | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 317 | 103 | 0 | 1 | 3 | 35 | 58 | 0 | 40 | 0 | 0 | 220.00 | 1 | 9 | -8 | 1 | 4 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 |
| 318 | 90 | 4 | 0 | 1 | 57 | 86 | 0 | 52 | 0 | 0 | 369.99 | 1 | 17 | -5 | 1 | 5 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 |
| 319 | 128 | 3 | 0 | 2 | 68 | 67 | 0 | 67 | 0 | 0 | 207.65 | 0 | 8 | -8 | 1 | 5 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 320 | 125 | 5 | 0 | 0 | 61 | 92 | 0 | 85 | 0 | 1 | 369.99 | 0 | 64 | -4 | 1 | 6 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 321 | 124 | 0 | 3 | 2 | 69 | 72 | 0 | 64 | 0 | 1 | 174.61 | 1 | 33 | -6 | 1 | 4 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 322 | 92 | 0 | 0 | 0 | 26 | 58 | 0 | 23 | 0 | 0 | 440.00 | 1 | 90 | -8 | 1 | 8 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 323 | 130 | 0 | 0 | 5 | 64 | 94 | 0 | 45 | 1 | 0 | 146.83 | 1 | 26 | -4 | 1 | 5 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 324 | 136 | 3 | 1 | 1 | 62 | 89 | 0 | 56 | 0 | 0 | 233.08 | 0 | 20 | -4 | 1 | 21 | 0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 |
| 325 | 105 | 0 | 5 | 0 | 30 | 31 | 0 | 12 | 0 | 0 | 329.63 | 0 | 29 | -14 | 1 | 3 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 326 | 126 | 2 | 0 | 3 | 69 | 70 | 0 | 87 | 0 | 0 | 174.61 | 1 | 14 | -7 | 1 | 3 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |